Foto del docente

Andrea Omicini

Full Professor

Department of Computer Science and Engineering

Head of Department of Computer Science and Engineering

Publications

Ruolo editoriale nella rivista «Applied Sciences»

Martina Baiardi, Samuele Burattini, Giovanni Ciatto, Danilo Pianini, Alessandro Ricci, Andrea Omicini, Concurrency Model of BDI Programming Frameworks: Why Should We Control It?, in: Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS, International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), 2024, 2024, pp. 2147 - 2149 (atti di: 23rd International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2024, Auckland, New Zealand, 2024) [Poster]

Andrea Agiollo, Paolo Bellavista, Matteo Mendula, Andrea Omicini, EneA-FL: Energy-aware orchestration for serverless federated learning, «FUTURE GENERATION COMPUTER SYSTEMS», 2024, 154, pp. 219 - 234 [Scientific article]Open Access

Andrea Agiollo, Luciano Cavalcante Siebert, Pradeep Kumar Murukannaiah, Andrea Omicini, From Large Language Models to Small Logic Programs: Building Global Explanations from Disagreeing Local Post-hoc Explainers, «AUTONOMOUS AGENTS AND MULTI-AGENT SYSTEMS», 2024, 38, Article number: 32 , pp. 1 - 33 [Scientific article]

Giovanni Ciatto, Federico Sabbatini, Andrea Agiollo, Matteo Magnini, Andrea Omicini, Symbolic Knowledge Extraction and Injection with Sub-symbolic Predictors: A Systematic Literature Review, «ACM COMPUTING SURVEYS», 2024, 56, Article number: 161 , pp. 1 - 35 [Scientific article]Open Access

Giovanni Ciatto, Matteo Magnini, Berk Bezcu, Reyhan Aydogan, Andrea Omicini, A General-Purpose Protocol for Multi-Agent based Explanations, in: Explainable and Transparent AI and Multi-Agent Systems. EXTRAAMAS 2023., Cham, Springer, 2023, 14127, pp. 38 - 58 (atti di: 5th International Workshop on EXplainable and TRAnsparent AI and Multi-Agent Systems (EXTRAAMAS 2023), London, UK, 29/5/2023—2/6/2023) [Contribution to conference proceedings]

Matteo Magnini, Giovanni Ciatto, Andrea Omicini, Bridging Symbolic and Sub-Symbolic AI: Towards Cooperative Transfer Learning in Multi-Agent Systems, in: AIxIA 2022 Discussion Papers, Aachen, Sun SITE Central Europe, RWTH Aachen University, 2023, 3419, pp. 12 - 22 (atti di: Discussion Papers – 22nd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2022 DP), Udine, Italy, 28 November 2022 – 2 December 2022) [Contribution to conference proceedings]Open Access

Giuseppe Pisano, Roberta Calegari, Andrea Omicini, Giovanni Sartor, Burden of Persuasion: A Meta-argumentation Approach, «JOURNAL OF APPLIED LOGICS», 2023, 10, pp. 393 - 420 [Scientific article]Open Access

Davide Calvaresi, Amro Najjar, Andrea Omicini, Reyhan Aydoǧan, Rachele Carli, Giovanni Ciatto, Yazan Mualla, Kary Främling, Explainable and Transparent AI and Multi-Agent Systems, Cham, Springer, 2023, pp. 281 (LECTURE NOTES IN COMPUTER SCIENCE). [Editorship]

Andrea Agiollo, Enkeleda Bardhi, Mauro Conti, Riccardo Lazzeretti, Eleonora Losiouk, Andrea Omicini, GNN4IFA: Interest Flooding Attack Detection With Graph Neural Networks, in: 2023 IEEE 8th European Symposium on Security and Privacy (EuroS&P), Los Alamitos, CA, IEEE Computer Society, 2023, pp. 615 - 630 (atti di: 2023 IEEE 8th European Symposium on Security and Privacy (EuroS&P), Delft, Netherlands, 3-7 July 2023) [Contribution to conference proceedings]Open Access

Matteo Magnini, Giovanni Ciatto, Andrea Omicini, Knowledge injection of Datalog rules via Neural Network Structuring with KINS, «JOURNAL OF LOGIC AND COMPUTATION», 2023, 33, pp. 1832 - 1850 [Scientific article]

Andrea Agiollo, Andrea Omicini, Measuring Trustworthiness in Neuro-Symbolic Integration, in: Proceedings of the 18th Conference on Computer Science and Intelligence Systems (FedCSIS 2023), Warsaw, Polish Information Processing Society, 2023, 35, pp. 1 - 10 (atti di: 18th Conference on Computer Science and Intelligence Systems (FedCSIS 2023), Warsaw, Poland, 17–20 September 2023) [Contribution to conference proceedings]Open Access

Giuseppe Pisano, Roberta Calegari, Andrea Omicini, Multi-Agent Cooperative Argumentation in Arg2P, in: AIxIA 2022 – Advances in Artificial Intelligence, Cham, Springer, 2023, 13796, pp. 140 - 153 (atti di: XXI International Conference of the Italian Association for Artificial Intelligence, AIxIA 2022, Udine, Italy, 28 November 2022 – 2 December 2022) [Contribution to conference proceedings]Open Access

Mattia Passeri, Andrea Agiollo, Andrea Omicini, Peer-Reviewed Federated Learning, in: Proceedings of the 24th Workshop "From Objects to Agents", CEUR-WS, 2023, 3579, pp. 49 - 65 (atti di: 24th Workshop “From Objects to Agents” (WOA 2023), Roma, Italy, 6–8 November 2023) [Contribution to conference proceedings]Open Access

Andrea Rafanelli, Stefania Costantini, Andrea Omicini, Position Paper: On the Role of Abductive Reasoning in Semantic Image Segmentation, in: AIxIA 2022 Discussion Papers, Aachen, Sun SITE Central Europe, RWTH Aachen University, 2023, 3419, pp. 75 - 84 (atti di: Discussion Papers – 22nd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2022 DP), Udine, Italy, 28 November 2022 – 2 December 2022) [Contribution to conference proceedings]Open Access